Data Science Miscellaneous - Study Mode

[#241] In data science, what does the acronym "ETL" stand for?
Correct Answer

(C) Extract, Transform, Load

[#242] What is the primary goal of A/B testing in data analysis?
Correct Answer

(D) To compare two versions of a webpage or product to determine which one performs better

[#243] In the context of machine learning, what is the purpose of regularization techniques such as L1 and L2 regularization?
Correct Answer

(A) To prevent overfitting by adding a penalty term to the loss function

[#244] What is the term for the process of converting categorical data into numerical form for machine learning?
Correct Answer

(D) One-hot encoding

[#245] Which of the following function stacks 1D arrays as columns into a 2D array?
Correct Answer

(B) column_stack